@article{pedagogicalaiinmentalhealthatristreamfin, title = {Pedagogical AI in Mental Health: A Tri-Stream Fine-Tuned LLM Framework for Automated Clinical Supervision and Risk Triage}, author = {Shreeya Sharma and Ravish Gupta and Saket Kumar and Abhishek Aggarwal}, year = {2026}, eprint = {2608.18438}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.18438}, }